{"id":"W2766771602","doi":"10.1103/physrevb.96.155209","title":"Alloying strategy for two-dimensional GaN optical emitters","year":2017,"lang":"en","type":"article","venue":"Physical review. B./Physical review. B","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Band gap; Materials science; Semiconductor; Valence band; Impurity; Optoelectronics; Wide-bandgap semiconductor; Direct and indirect band gaps; Electronic band structure; Condensed matter physics; Chemistry; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077167,0.000224241,0.0001781247,0.00014349,0.0001648404,0.0004224358,0.0003917773,0.0002545073,0.0007413416],"category_scores_gemma":[0.00008274731,0.0001752502,0.0002156375,0.0001189099,0.0001127641,0.0002822805,0.0003300004,0.0003036842,0.0004004064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382248,"about_ca_system_score_gemma":0.0001470514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004419182,"about_ca_topic_score_gemma":0.001059511,"domain_scores_codex":[0.9999357,0.000005556482,0.000004653554,0.0000176448,0.0000234572,0.00001286435],"domain_scores_gemma":[0.9999784,0.000003204043,0.000005948631,0.000004841086,0.000004759622,0.000002849311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003973898,0.00005596921,0.0002777867,0.0001650083,0.00001223491,0.00009323929,0.00005344161,0.001601286,0.9801691,0.007207208,0.0002386024,0.01008632],"study_design_scores_gemma":[0.00002451614,0.0001872074,0.000620016,0.00001116424,0.00001327789,0.0002027406,0.00003015764,0.01369104,0.9736485,0.0008949222,0.01065904,0.00001754529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101726,0.003263381,0.06392874,0.0003058007,0.0002560629,0.0001609285,0.0002443831,0.0004132725,0.02125486],"genre_scores_gemma":[0.9637756,0.0008794079,0.03118361,0.00008574342,0.00001378205,0.00006087935,0.00009841742,0.00005037756,0.003852166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007413416,"threshold_uncertainty_score":0.002773404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04185419487352771,"score_gpt":0.3998387260053253,"score_spread":0.3579845311317976,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}